A stacked generalisation with gradient boosting for highly accurate predictions of polymer bandgap

• المؤلف الرئيسي: Goh, Kai Leong
• مؤلفون آخرون: Lu Yunpeng
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Science::Chemistry
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157102

The bandgap (Egap) is the energy difference between the highest valence band and the lowest conduction band. Generally, the conductivity of a solid material increases as its Egap decreases. As the amount of experimental data stored in online databases continue to increase over the years, it has a...